| Non-Local Recurrent Network for Image Restoration D Liu, B Wen, Y Fan, CC Loy, TS Huang Advances in Neural Information Processing Systems (NeurIPS), 2018, 1673-1682, 2018 | 237 | 2018 |
| Robust single image super-resolution via deep networks with sparse prior D Liu, Z Wang, B Wen, J Yang, W Han, TS Huang IEEE Transactions on Image Processing (TIP) 25 (7), 3194-3207, 2016 | 208 | 2016 |
| Structured overcomplete sparsifying transform learning with convergence guarantees and applications B Wen, S Ravishankar, Y Bresler International Journal of Computer Vision (IJCV) 114 (2-3), 137-167, 2015 | 136 | 2015 |
| When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach D Liu, B Wen, X Liu, Z Wang, TS Huang International Joint Conference on Artificial Intelligence (IJCAI), 842-848, 2018 | 121 | 2018 |
| Online sparsifying transform learning—Part I: Algorithms S Ravishankar, B Wen, Y Bresler IEEE Journal of Selected Topics in Sig. Proc. (JSTSP) 9 (4), 625-636, 2015 | 84 | 2015 |
| COVERAGE—A novel database for copy-move forgery detection B Wen, Y Zhu, R Subramanian, TT Ng, X Shen, S Winkler IEEE International Conference on Image Processing (ICIP), 2016, 161-165, 2016 | 77 | 2016 |
| Video denoising by online 3D sparsifying transform learning B Wen, S Ravishankar, Y Bresler IEEE International Conference on Image Processing (ICIP), 2015, 118-122, 2015 | 49 | 2015 |
| When sparsity meets low-rankness: transform learning with non-local low-rank constraint for image restoration B Wen, Y Li, Y Bresler IEEE Int. Conf. Acoustics, Speech and Sig. Proc. (ICASSP), 2017, 2297-2301, 2017 | 38 | 2017 |
| Ground-based image analysis: A tutorial on machine-learning techniques and applications S Dev, B Wen, YH Lee, S Winkler IEEE Geoscience and Remote Sensing Magazine (GRSM) 4 (2), 79-93, 2016 | 37 | 2016 |
| Joint adaptive sparsity and low-rankness on the fly: an online tensor reconstruction scheme for video denoising B Wen, Y Li, L Pfister, Y Bresler IEEE International Conference on Computer Vision (ICCV), 241-250, 2017 | 35 | 2017 |
| Connecting image denoising and high-level vision tasks via deep learning D Liu, B Wen, J Jiao, X Liu, Z Wang, TS Huang IEEE Transactions on Image Processing (TIP) 29, 3695-3706, 2020 | 33 | 2020 |
| FRIST—Flipping and rotation invariant sparsifying transform learning and applications B Wen, S Ravishankar, Y Bresler Inverse Problems 33 (7), 074007, 2017 | 32 | 2017 |
| Transform Learning for Magnetic Resonance Image Reconstruction: From Model-Based Learning to Building Neural Networks B Wen, S Ravishankar, L Pfister, Y Bresler IEEE Signal Processing Magazine (SPM) 37 (1), 41-53, 2020 | 23 | 2020 |
| VIDOSAT: High-dimensional sparsifying transform learning for online video denoising B Wen, S Ravishankar, Y Bresler IEEE Transactions on Image Processing (TIP) 28 (4), 1691-1704, 2019 | 20 | 2019 |
| Image Recovery via Transform Learning and Low-Rank Modeling: The Power of Complementary Regularizers B Wen, Y Li, Y Bresler IEEE Transactions on Image Processing (TIP) 29, 5310 - 5323, 2020 | 18* | 2020 |
| Machine learning techniques and applications for ground-based image analysis S Dev, B Wen, YH Lee, S Winkler arXiv preprint arXiv:1606.02811, 2016 | 18 | 2016 |
| Learning flipping and rotation invariant sparsifying transforms B Wen, S Ravishankar, Y Bresler IEEE International Conference on Image Processing (ICIP), 2016, 3857-3861, 2016 | 17 | 2016 |
| Learning overcomplete sparsifying transforms with block cosparsity B Wen, S Ravishankar, Y Bresler IEEE International Conference on Image Processing (ICIP), 2014, 803-807, 2014 | 16 | 2014 |
| Hyperservice: Interoperability and programmability across heterogeneous blockchains Z Liu, Y Xiang, J Shi, P Gao, H Wang, X Xiao, B Wen, YC Hu ACM SIGSAC Conference on Computer and Communications Security (CCS), 549-566, 2019 | 15 | 2019 |
| A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization. Z Zha, X Yuan, B Wen, J Zhou, J Zhang, C Zhu IEEE transactions on image processing (TIP) 29, 5094 - 5109, 2020 | 14 | 2020 |
Yoram BreslerFounder Professor of Engineering, Depts. of Electrical & Computer Engineering and BioengineeringVerified email at illinois.edu
